yantrikdb
Active·★ 28·AGPL-3.0·Updated 2026-05-30
★ Hidden Gem★ Essential
Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Python bindings; powers yantrikdb-server (HTTP gateway, MCP server, openraft cluster). AGPL.
YantrikDB is a cognitive memory engine designed for persistent AI systems, offering a sophisticated memory model beyond simple vector search. It integrates vector, graph, temporal, and decay indexes to enable intelligent recall, conflict detection, and semantic consolidation for AI agents.
#Cognitive Memory#AI Memory Engine#Vector Database#Knowledge Graph#Temporal Index#Memory Decay#Rust Library#Python Library
01
Features
01Relevance-Conditioned Scoring (Semantic, Temporal, Importance, Graph)
02Conflict Detection & Resolution
03Semantic Consolidation & Pattern Mining (via `think()` operation)
04Proactive Triggers
05Multi-Device Sync with CRDTs
02
Compatibility
Python
Runtime
Verified via docs
Rust
Core Language
Verified via docs
AI Agents (MCP)
Integration
Verified via docs
03
Quick start
1
$ pip install yantrikdb
04
Use cases
↳Enhancing AI agent memory and context management
↳Persistent memory for conversational AI systems
↳Building adaptive knowledge bases for AI
↳Supporting multi-node AI deployments with consistent memory
↳Intelligent information retrieval and synthesis
05
Alternatives
letta★ 23.0k
Letta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time.
DesktopCommanderMCP★ 6.1k
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
Claude Flow★ 56.6k
The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms.
ruflo★ 56.6k
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration
Related searches
Comments
Log in to leave a comment
No comments yet. Be the first!